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1.
Anal Bioanal Chem ; 415(21): 5235-5245, 2023 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-37438565

RESUMO

Titanium dioxide is a food additive commonly used as a white food coloring (E171). Its wide use by the food industry associated with the nanometric size distribution of the particles of this pigment has shown high genotoxicity associated with recurrent exposure by ingestion. Therefore, the use of E171 in food products has already been banned by some industries and in the European Union. Such banishment should soon be extended to other countries around the world, making it important to establish techniques for the efficient determination of TiO2 in different food products. The association between hyperspectral images and chemometric tools can be useful in this sense, aiming to enable the use of a single method for sample preparation and analysis of different types of food. Thus, the present work aims to evaluate the use of Raman mapping associated with the resolution of multivariate curves with alternating least squares (MCR-ALS) for the determination of titanium dioxide in solid food samples with different compositions, without the need to introduce specific sample preparation. The proposed method allowed for the first-time quantification of TiO2 in different food matrices without specific sample preparation, with a simple, rapid, accurate (93% of recovery), low detection limits (0.0111% m/m) and quantification (0.0370% m/m) and adequate linearity (r = 0.9990) and precise (standard deviation around 0.020-0.030% w/w) methodology. Such results highlight the potential use of Raman mapping associated with the MCR-ALS for quantification of the nano-TiO2 in commercial samples.


Assuntos
Alimentos , Titânio , Análise dos Mínimos Quadrados , Titânio/análise , Aditivos Alimentares , Análise Multivariada
2.
Food Res Int ; 169: 112800, 2023 07.
Artigo em Inglês | MEDLINE | ID: mdl-37254384

RESUMO

The dithiocarbamates class has been widely used in agriculture practices because of lower toxicity and instability than organophosphates and carbamates. Among them, the maneb has been used to produce several fruits and vegetables, but its high ingestion can adversely affect human health. This work developed the Solid-Liquid Phase Microextraction (SLPME) for extraction of the maneb in foods sample with posterior determination by Flow injection analysis-Flame Absorption Atomic Spectroscopy (FIA-FAAS). Curve analytical had a linear range from 0.9 to 20.0 µmol L-1 maneb (A = 5.94 × 10-4 C (µmol L-1) + 6.93 × 10-4), good repeatability (4.07%) and reproducibility (3.39%), limits of quantification (5.98 µmol L-1) and detection (0.197 µmol L-1), which was above of the established by regulatory agencies. The extraction of the maneb was performed using 685 µL of the solution of the 1.00 × 10-3 mol L-1 of EDTA, and it has excellent recovery values from 80.85 to 106.51%. Therefore, the developed SLPME demonstrated an alternative environmentally friendly for quickly extracting maneb from food samples (apple, papaya, and tomato).


Assuntos
Fungicidas Industriais , Microextração em Fase Líquida , Maneb , Humanos , Maneb/análise , Verduras/química , Frutas/química , Microextração em Fase Líquida/métodos , Reprodutibilidade dos Testes
3.
Food Chem ; 384: 132524, 2022 Aug 01.
Artigo em Inglês | MEDLINE | ID: mdl-35245749

RESUMO

A novel fluorescent ORAC-SIA method to determine antioxidant capacity in several food samples using fluorescein as the probe was developed. The optimization of the method was through a multivariable design, decreasing the analysis time to 5 min and the AAPH concentration to 67% compared with 90 min in the standard 96-well microplate method. The aspiration order was AAPH-sample/standard-fluorescein injected into a stream of a water-based carrier. The calculation of the antioxidant capacity was done from the fluoresceine peak heigh, so neither delay time nor area measurement was necessary. The proposed method showed excellent precision (RDS < 3%) with a LOD of 3.13 µmol L-1 and recoveries from 90% to 107%. The results from the ORAC-SIA method did not show a significant difference from the microplate method.


Assuntos
Antioxidantes , Água , Antioxidantes/análise , Fluoresceína , Espécies Reativas de Oxigênio
4.
Talanta ; 212: 120756, 2020 May 15.
Artigo em Inglês | MEDLINE | ID: mdl-32113534

RESUMO

The intensive use of pesticides in agricultural practices has promoted the appearance of environmental and public health problems. So, there has been a sharp increase in the development of simple, fast, sensitive, selective, and low-cost methods to analyse pesticides. Among them, electroanalytical methods have been frequently employed; however, the performance of these methods is strongly influenced by the working electrode material and so an adequate choice is critical to success of the analysis. Solid amalgam-based electrodes have been widely used; this review critically discusses the evolution of the preparation and use of these electrodes and their application in analysis of pesticides from different chemical classes, indicating challenges and trends in pesticide electroanalysis. The relationship between pesticides' chemical structures and electrochemical behaviour on a mercury-based electrode is explored in order to indicate the use of electroanalysis in pesticide determination.


Assuntos
Técnicas Eletroquímicas/métodos , Técnicas Eletroquímicas/tendências , Contaminação de Alimentos/análise , Água Doce/análise , Resíduos de Praguicidas/análise , Ligas/química , Técnicas Eletroquímicas/instrumentação , Eletrodos , Mercúrio/química
5.
Food Chem ; 319: 126509, 2020 Jul 30.
Artigo em Inglês | MEDLINE | ID: mdl-32193056

RESUMO

In this paper, a simple, sensitive and precise electroanalytical method was developed using flow injection analysis (FIA) with amperometric detection and reduced graphene oxide sensor for ascorbic acid determination in samples of multivitamin beverages, milk, fermented milk, and milk chocolate. The advantages of this sensor include a potential displacement of 450 mV and a 2-fold peak current increase for electrochemical oxidation of ascorbic acid, which resulted in a highly sensitive method. No interference of sample matrix was observed, avoiding solvent extraction procedures (samples were only diluted). The FIA allowed a high analytical frequency, approximately 96 injections per hour, together with adequate detection limit of 4.7 µmol L-1. Good precision (RSD < 7%) and accuracy (recoveries between 91 and 108%) evidenced the robustness of the method. The method was compared with ultra-fast liquid chromatography (UFLC) obtaining statistically similar results (95% confidence level). The ascorbic acid content in samples varied from 0.065 to 2.53 mmol L-1.


Assuntos
Ácido Ascórbico/análise , Bebidas/análise , Grafite/química , Animais , Cromatografia Líquida de Alta Pressão , Análise de Injeção de Fluxo , Limite de Detecção , Leite/química , Vitaminas/análise
6.
Talanta ; 209: 120588, 2020 Mar 01.
Artigo em Inglês | MEDLINE | ID: mdl-31891996

RESUMO

The ionic liquid (IL) 1-butyl-3-methylimidazolium tetrafluoroborate and carbon black (CB) nanoparticles were incorporated within a crosslinked chitosan film over the surface of a glassy carbon electrode, and the obtained architecture explored to the sensitive voltammetric sensing of Allura red colorant in soft drinking powders. The different electrodic surfaces were morphologically and electrochemically characterized. From the modification of glassy carbon electrode with IL and CB, a significantly enhanced voltammetric response was achieved toward the Allura red irreversible oxidation reaction. The type and amount of IL employed in the electrode modification step as well as all the others experimental parameters affecting the sensor response by square-wave adsorptive anodic stripping voltammetry (SWAdASV) were systematically optimized. Under the optimum experimental conditions, the proposed SWAdASV procedure provided a linear analytical curve in the concentration range of 3.98 × 10-8 to 9.09 × 10-7 mol L-1 and a low limit of detection of 9.1 × 10-10 mol L-1 (0.91 nmol L-1). The proposed sensor presented good precision and no matrice effects as shown from repeatability tests, concomitant studies and addition/recovery assays. The developed SWAdASV procedure was applied successfully in the determination of Allura red content in commercial soft drink powder samples, and the results were in close agreement with those obtained using a comparative spectrophotometric method at a confidence level of 95%.

7.
Braz. j. biol ; Braz. j. biol;79(3): 460-465, July-Sept. 2019. tab, graf
Artigo em Inglês | LILACS | ID: biblio-1001467

RESUMO

Abstract The fidelity of the genomes is defended by mechanism known as Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) systems. Three Type II CRISPR systems (CRISPR1- cas, CRISPR2 and CRISPR3-cas) have been identified in enterococci isolates from clinical and environmental samples. The aim of this study was to observe the distribution of CRISPR1-cas, CRISPR2 and CRISPR3-cas in non-clinical strains of Enterococcus faecalis and Enterococcus faecium isolates from food and fecal samples, including wild marine animals. The presence of CRISPRs was evaluated by PCR in 120 enterococci strains, 67 E. faecalis and 53 E. faecium. It is the first report of the presence of the CRISPRs system in E. faecalis and E. faecium strains isolated from wild marine animal fecal samples. The results showed that in non-clinical strains, the CRISPRs were more frequently detected in E. faecalis than in E. faecium. And the frequencies of CRISPR1-cas and CRISPR2 were higher (60%) in E. faecalis strains isolated from animal feces, compared to food samples. Both strains showed low frequencies of CRISPR3-cas (8.95% and 1.88%). In conclusion, the differences in the habitats of enterococcal species may be related with the results observe in distribution of CRISPRs systems.


Resumo A fidelidade dos genomas ​​é defendida por mecanismos conhecidos como sistemas de repetições palindrômicas curtas agrupadas e regularmente interespaçadas (CRISPRs). Três tipos de sistemas CRISPR II (CRISPR1-cas, CRISPR2 e CRISPR3-cas) têm sido identificados em cepas de enterococos isolados de amostras clínicas e ambientais. O objetivo deste estudo foi observar a distribuição dos CRISPR1-cas, CRISPR2 e CRISPR3-cas em cepas não-clínicas de Enterococcus faecalis e Enterococcus faecium isoladas de amostras alimentícias e fecais, incluindo animais marinhos selvagens. A presenca dos CRISPRs foi determinada por PCR em 120 cepas de enterococos, sendo 67 E. faecalis e 53 E. faecium. É o primeiro relato da presença do sistema CRISPRs nas estirpes E. faecalis e E. faecium isoladas de amostras fecais de animais marinhos selvagens. Os resultados mostraram que em cepas não-clínicas, os CRISPRs foram mais frequentemente detectados em E. faecalis do que em E. faecium. E as frequências de CRISPR1-cas e CRISPR2 foram maiores (60%) em cepas de E. faecalis isoladas de fezes de animais, quando comparadas à amostras de alimentos. Ambas as cepas apresentaram baixas freqüências de CRISPR3-cas (8,95% e 1,88%). Em conclusão, as diferenças nos habitats das espécies de enterococos podem estar relacionadas com os resultados observados na distribuição dos sistemas CRISPRs.


Assuntos
Animais , Enterococcus faecium/genética , Enterococcus faecalis/genética , Fezes/microbiologia , Repetições Palindrômicas Curtas Agrupadas e Regularmente Espaçadas , Microbiologia de Alimentos , Tartarugas/microbiologia , Verduras/microbiologia , Galinhas/microbiologia , Laticínios/microbiologia , Leite/microbiologia , Spheniscidae/microbiologia , Otárias/microbiologia , Carne/microbiologia
8.
Braz. J. Biol. ; 79(3): 460-465, jul.-set. 2019. tab, graf
Artigo em Inglês | VETINDEX | ID: vti-742092

RESUMO

The fidelity of the genomes is defended by mechanism known as Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) systems. Three Type II CRISPR systems (CRISPR1- cas, CRISPR2 and CRISPR3-cas) have been identified in enterococci isolates from clinical and environmental samples. The aim of this study was to observe the distribution of CRISPR1-cas, CRISPR2 and CRISPR3-cas in non-clinical strains of Enterococcus faecalis and Enterococcus faecium isolates from food and fecal samples, including wild marine animals. The presence of CRISPRs was evaluated by PCR in 120 enterococci strains, 67 E. faecalis and 53 E. faecium. It is the first report of the presence of the CRISPRs system in E. faecalis and E. faecium strains isolated from wild marine animal fecal samples. The results showed that in non-clinical strains, the CRISPRs were more frequently detected in E. faecalis than in E. faecium. And the frequencies of CRISPR1-cas and CRISPR2 were higher (60%) in E. faecalis strains isolated from animal feces, compared to food samples. Both strains showed low frequencies of CRISPR3-cas (8.95% and 1.88%). In conclusion, the differences in the habitats of enterococcal species may be related with the results observe in distribution of CRISPRs systems.(AU)


A fidelidade dos genomas é defendida por mecanismos conhecidos como sistemas de repetições palindrômicas curtas agrupadas e regularmente interespaçadas (CRISPRs). Três tipos de sistemas CRISPR II (CRISPR1-cas, CRISPR2 e CRISPR3-cas) têm sido identificados em cepas de enterococos isolados de amostras clínicas e ambientais. O objetivo deste estudo foi observar a distribuição dos CRISPR1-cas, CRISPR2 e CRISPR3-cas em cepas não-clínicas de Enterococcus faecalis e Enterococcus faecium isoladas de amostras alimentícias e fecais, incluindo animais marinhos selvagens. A presenca dos CRISPRs foi determinada por PCR em 120 cepas de enterococos, sendo 67 E. faecalis e 53 E. faecium. É o primeiro relato da presença do sistema CRISPRs nas estirpes E. faecalis e E. faecium isoladas de amostras fecais de animais marinhos selvagens. Os resultados mostraram que em cepas não-clínicas, os CRISPRs foram mais frequentemente detectados em E. faecalis do que em E. faecium. E as frequências de CRISPR1-cas e CRISPR2 foram maiores (60%) em cepas de E. faecalis isoladas de fezes de animais, quando comparadas à amostras de alimentos. Ambas as cepas apresentaram baixas freqüências de CRISPR3-cas (8,95% e 1,88%). Em conclusão, as diferenças nos habitats das espécies de enterococos podem estar relacionadas com os resultados observados na distribuição dos sistemas CRISPRs.(AU)

9.
Artigo em Inglês | VETINDEX | ID: vti-17301

RESUMO

Abstract The fidelity of the genomes is defended by mechanism known as Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) systems. Three Type II CRISPR systems (CRISPR1- cas, CRISPR2 and CRISPR3-cas) have been identified in enterococci isolates from clinical and environmental samples. The aim of this study was to observe the distribution of CRISPR1-cas, CRISPR2 and CRISPR3-cas in non-clinical strains of Enterococcus faecalis and Enterococcus faecium isolates from food and fecal samples, including wild marine animals. The presence of CRISPRs was evaluated by PCR in 120 enterococci strains, 67 E. faecalis and 53 E. faecium. It is the first report of the presence of the CRISPRs system in E. faecalis and E. faecium strains isolated from wild marine animal fecal samples. The results showed that in non-clinical strains, the CRISPRs were more frequently detected in E. faecalis than in E. faecium. And the frequencies of CRISPR1-cas and CRISPR2 were higher (60%) in E. faecalis strains isolated from animal feces, compared to food samples. Both strains showed low frequencies of CRISPR3-cas (8.95% and 1.88%). In conclusion, the differences in the habitats of enterococcal species may be related with the results observe in distribution of CRISPRs systems.


Resumo A fidelidade dos genomas é defendida por mecanismos conhecidos como sistemas de repetições palindrômicas curtas agrupadas e regularmente interespaçadas (CRISPRs). Três tipos de sistemas CRISPR II (CRISPR1-cas, CRISPR2 e CRISPR3-cas) têm sido identificados em cepas de enterococos isolados de amostras clínicas e ambientais. O objetivo deste estudo foi observar a distribuição dos CRISPR1-cas, CRISPR2 e CRISPR3-cas em cepas não-clínicas de Enterococcus faecalis e Enterococcus faecium isoladas de amostras alimentícias e fecais, incluindo animais marinhos selvagens. A presenca dos CRISPRs foi determinada por PCR em 120 cepas de enterococos, sendo 67 E. faecalis e 53 E. faecium. É o primeiro relato da presença do sistema CRISPRs nas estirpes E. faecalis e E. faecium isoladas de amostras fecais de animais marinhos selvagens. Os resultados mostraram que em cepas não-clínicas, os CRISPRs foram mais frequentemente detectados em E. faecalis do que em E. faecium. E as frequências de CRISPR1-cas e CRISPR2 foram maiores (60%) em cepas de E. faecalis isoladas de fezes de animais, quando comparadas à amostras de alimentos. Ambas as cepas apresentaram baixas freqüências de CRISPR3-cas (8,95% e 1,88%). Em conclusão, as diferenças nos habitats das espécies de enterococos podem estar relacionadas com os resultados observados na distribuição dos sistemas CRISPRs.

10.
Public Health Nutr ; 20(13): 2440-2449, 2017 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-28641598

RESUMO

OBJECTIVE: To assess progress towards the elimination of trans-fatty acids (TFA) in foods after the 2008 Pan American Health Organization (PAHO) recommendation of virtual elimination of TFA in Latin America. DESIGN: A descriptive, comparative analysis of foods that were likely to contain TFA and were commonly consumed in four cities in Latin America. SETTING: San José (Costa Rica), Mexico City (Mexico), Rio de Janeiro (Brazil), Buenos Aires (Argentina). SUBJECTS: Foods from each city were sampled in 2011; TFA content was analysed using GC. TFA of selected foods was also monitored in 2016. RESULTS: In 2011-2016, there was a significant decrease in the content of TFA in the sampled foods across all sites, particularly in Buenos Aires (from 12·6-34·8 % range in 2011-2012 to nearly 0 % in 2015-2016). All sample products met the recommended levels of TFA content set by the PAHO. TFA were replaced with a mixture of saturated and unsaturated fats. CONCLUSIONS: Our results indicate a virtual elimination of TFA from major food sources in the cities studied. This could be due to a combination of factors, including recommendations by national and global public health authorities, voluntary and/or mandatory food reformulation made by the food industry.


Assuntos
Abastecimento de Alimentos , Implementação de Plano de Saúde , Ácidos Graxos trans/efeitos adversos , Saúde da População Urbana , Argentina , Brasil , Costa Rica , Inquéritos sobre Dietas , Análise de Alimentos , Abastecimento de Alimentos/normas , Indústria de Processamento de Alimentos/tendências , Fidelidade a Diretrizes/tendências , Humanos , Colaboração Intersetorial , México , Política Nutricional , Organização Pan-Americana da Saúde , Análise Espaço-Temporal , Ácidos Graxos trans/análise
11.
Braz. j. biol ; Braz. j. biol;2017.
Artigo em Inglês | LILACS-Express | LILACS, VETINDEX | ID: biblio-1467208

RESUMO

Abstract The fidelity of the genomes is defended by mechanism known as Clustered Regularly Interspaced Short Palindromic Repeats (CRISPR) systems. Three Type II CRISPR systems (CRISPR1- cas, CRISPR2 and CRISPR3-cas) have been identified in enterococci isolates from clinical and environmental samples. The aim of this study was to observe the distribution of CRISPR1-cas, CRISPR2 and CRISPR3-cas in non-clinical strains of Enterococcus faecalis and Enterococcus faecium isolates from food and fecal samples, including wild marine animals. The presence of CRISPRs was evaluated by PCR in 120 enterococci strains, 67 E. faecalis and 53 E. faecium. It is the first report of the presence of the CRISPRs system in E. faecalis and E. faecium strains isolated from wild marine animal fecal samples. The results showed that in non-clinical strains, the CRISPRs were more frequently detected in E. faecalis than in E. faecium. And the frequencies of CRISPR1-cas and CRISPR2 were higher (60%) in E. faecalis strains isolated from animal feces, compared to food samples. Both strains showed low frequencies of CRISPR3-cas (8.95% and 1.88%). In conclusion, the differences in the habitats of enterococcal species may be related with the results observe in distribution of CRISPRs systems.


Resumo A fidelidade dos genomas é defendida por mecanismos conhecidos como sistemas de repetições palindrômicas curtas agrupadas e regularmente interespaçadas (CRISPRs). Três tipos de sistemas CRISPR II (CRISPR1-cas, CRISPR2 e CRISPR3-cas) têm sido identificados em cepas de enterococos isolados de amostras clínicas e ambientais. O objetivo deste estudo foi observar a distribuição dos CRISPR1-cas, CRISPR2 e CRISPR3-cas em cepas não-clínicas de Enterococcus faecalis e Enterococcus faecium isoladas de amostras alimentícias e fecais, incluindo animais marinhos selvagens. A presenca dos CRISPRs foi determinada por PCR em 120 cepas de enterococos, sendo 67 E. faecalis e 53 E. faecium. É o primeiro relato da presença do sistema CRISPRs nas estirpes E. faecalis e E. faecium isoladas de amostras fecais de animais marinhos selvagens. Os resultados mostraram que em cepas não-clínicas, os CRISPRs foram mais frequentemente detectados em E. faecalis do que em E. faecium. E as frequências de CRISPR1-cas e CRISPR2 foram maiores (60%) em cepas de E. faecalis isoladas de fezes de animais, quando comparadas à amostras de alimentos. Ambas as cepas apresentaram baixas freqüências de CRISPR3-cas (8,95% e 1,88%). Em conclusão, as diferenças nos habitats das espécies de enterococos podem estar relacionadas com os resultados observados na distribuição dos sistemas CRISPRs.

12.
Food Environ Virol ; 8(3): 215-20, 2016 09.
Artigo em Inglês | MEDLINE | ID: mdl-27221088

RESUMO

Foodborne viruses are a common and, probably, the most under-recognized cause of outbreaks of gastroenteritis. Among the main foods involved in the transmission of human enteric viruses are mollusks, and fruits and vegetables irrigated with wastewater and/or washed with non-potable water or contaminated by contact with surfaces or hands of the infected personnel during its preparation. In this study, 134 food samples were analyzed for the detection of Norovirus, Rotavirus, and Hepatitis A virus (HAV) by amplification of conserved regions of these viruses. From the 134 analyzed samples, 14 were positive for HAV, 6 for Norovirus, and 11 for Rotavirus. This is the first report in Mexico where emphasis is given to the presence of HAV and Norovirus on perishable foods and food from fisheries, as well as Rotavirus on frozen vegetables, confirming the role of vegetables and bivalve mollusks as transmitting vehicles of enteric viruses.


Assuntos
Bivalves/virologia , Enterovirus/isolamento & purificação , Contaminação de Alimentos/análise , Frutas/virologia , Frutos do Mar/virologia , Verduras/virologia , Animais , Enterovirus/classificação , Enterovirus/genética , Infecções por Enterovirus/virologia , Humanos , México
13.
J Sci Food Agric ; 96(12): 4215-23, 2016 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-26777543

RESUMO

BACKGROUND: The aim of this study was to develop an efficient method for cholesterol oxide product (COP) determination in irradiated and non-irradiated ready-to-eat foods with high water content by gas chromatography-flame ionisation detector after accelerated solvent extraction (ASE), and derivatisation with a silylating reagent. RESULTS: The ASE solvent was an 85:15 v/v petroleum ether/chloroform mixture at 40 °C and 1500 psi followed by solid phase extraction. The ASE method was compared with the established lixiviation method, proving an advantageous alternative which reduces analysis time by a factor of 15 and solvent volume by 50%, and minimises the use of chlorinated solvents. COP derivative structures were identified by gas chromatography coupled with mass spectrometry. Analytical characteristics were determined from standards and recoveries were 63-95%, establishing the validity of the method. CONCLUSION: The results obtained and their analysis by chemometric techniques established COP formation in food samples after e-beam irradiation. Increase in COP concentration depended on both irradiation doses and food composition, mainly water and fat content, although linear correlations among variables were not found. © 2016 Society of Chemical Industry.


Assuntos
Colesterol/análise , Colesterol/efeitos da radiação , Análise de Alimentos/métodos , Contaminação de Alimentos/análise , Óxidos/análise , Óxidos/efeitos da radiação , Animais , Queijo/análise , Queijo/efeitos da radiação , Colesterol/biossíntese , Colesterol/metabolismo , Cromatografia Gasosa/métodos , Elétrons , Gorduras/análise , Carne/análise , Carne/efeitos da radiação , Óxidos/metabolismo , Carne Vermelha/análise , Carne Vermelha/efeitos da radiação , Salmão/anatomia & histologia , Extração em Fase Sólida/métodos , Solventes/química , Água/análise
14.
Food Chem ; 184: 154-9, 2015 Oct 01.
Artigo em Inglês | MEDLINE | ID: mdl-25872438

RESUMO

A practical and easy control of the authenticity of organic sugarcane samples based on the use of machine-learning algorithms and trace elements determination by inductively coupled plasma mass spectrometry is proposed. Reference ranges for 32 chemical elements in 22 samples of sugarcane (13 organic and 9 non organic) were established and then two algorithms, Naive Bayes (NB) and Random Forest (RF), were evaluated to classify the samples. Accurate results (>90%) were obtained when using all variables (i.e., 32 elements). However, accuracy was improved (95.4% for NB) when only eight minerals (Rb, U, Al, Sr, Dy, Nb, Ta, Mo), chosen by a feature selection algorithm, were employed. Thus, the use of a fingerprint based on trace element levels associated with classification machine learning algorithms may be used as a simple alternative for authenticity evaluation of organic sugarcane samples.


Assuntos
Espectrometria de Massas/métodos , Saccharum/química , Oligoelementos/análise , Algoritmos , Teorema de Bayes , Valores de Referência , Espectrofotometria Atômica
15.
Food Chem ; 126(4): 2000-4, 2011 Jun 15.
Artigo em Inglês | MEDLINE | ID: mdl-25213989

RESUMO

This paper describes a simple method for mercury speciation in seafood samples by LC-ICP-MS with a fast sample preparation procedure. Prior to analysis, mercury species were extracted from food samples with a solution containing mercaptoethanol, l-cysteine and HCl and sonication for 15min. Separation of mercury species was accomplished in less than 5min on a C8 reverse phase column with a mobile phase containing 0.05%-v/v mercaptoethanol, 0.4%m/v l-cysteine and 0.06molL(-1) ammonium acetate. The method detection limits were found to be 0.25, 0.20 and 0.1ngg(-1) for inorganic mercury, ethylmercury and methylmercury, respectively. Method accuracy is traceable to Certified Reference Materials (DOLT-3 and DORM-3) from the National Research Council Canada (NRCC). With the proposed method there is a considerable reduction of the time of sample preparation. Finally, the method was applied for the speciation of mercury in seafood samples purchased from the Brazilian market.

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